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Interview Guides/AST
A
ASTCompany guide
Updated weekly · Reviewed by the Dataford team

AST interview process & guide 2026

Based on 2 interview reports

Everything we know about interviewing at AST: what each round tests and compensation by level.

Software Engineer
Practice AST questions

At a glance

1
Role guides
2
Interview reports
12
Topics tracked
$81k
Median total comp
01 · Difficulty and outcomes

How hard is the AST interview?

Aggregated from 2 interview experiences
Difficulty mix
Easy100%
Medium0%
Hard0%
Most candidates rate the loop easy, but few walk in cold.
Experience sentiment
50%positive
Positive 50%Neutral 0%Negative 50%
02 · Topic breakdown

What AST actually tests for

How prominent each skill is across reported loops
100%
C#
97%
.NET (including .NET Core/.NET 6+)
95%
Machine Learning Pipelines (end-to-end)
93%
Android Development
90%
Integrating ML Models into Applications
88%
Machine Automation Control Systems
86%
Python
84%
API Design
81%
SQL Server
79%
Unit Testing
77%
Industrial Device Control
75%
Dependency Injection
Tested less
Tested more
03 · Role guides

Find the guide for your role

This is your next step: open the guide for the role you are interviewing for. Each one carries the questions AST interviewers actually ask that position, the loop structure, and pay by level.

Showing 1 of 1 role guides
Software Engineer
$44k-$119k
Open guide
04 · Compensation

What AST pays, by level

Estimated total compensation: base salary plus stock and annual cash bonus.

Median $81k
Level$0kTotal comp range$150kTotal
All levels
Base $49k-$101k
$44k-$119k
Ranges blend verified compensation data points. Base + stock + annual bonus shown. Estimates only.
05 · FAQ

AST interview FAQ

Answered from real candidate and workplace data
How hard is the AST interview?

Candidates most commonly rate AST interviews as easy, based on 2 reported interviews.

How much does AST pay for data roles?

Reported total comp for data roles at AST ranges from roughly $44k to $119k per year, varying by level, team, and location.

What topics does AST test in interviews?

AST interviews most often cover C#, .NET (including .NET Core/.NET 6+), Machine Learning Pipelines (end-to-end), Android Development, and Integrating ML Models into Applications. The exact emphasis depends on the specific role you apply for.

What roles can I prepare for at AST?

Dataford has interview guides for 1 role at AST, including Software Engineer.

06 · Keep prepping

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On this page0% read
How hard is it?What AST evaluatesQuestions and role guidesCompensation by levelFAQRelated guides
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